{"id":"W2944319090","doi":"10.1002/gepi.22163","title":"The 2018 Annual Meeting of the International Genetic Epidemiology Society","year":2018,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Helmholtz Zentrum München; Cancer Council Victoria; Weill Cornell Medicine - Qatar; Weill Cornell Medical College; Universitätsklinikum Hamburg-Eppendorf; National Institutes of Health; Centre Hospitalier Universitaire de Québec; Mailman School of Public Health, Columbia University; Creighton University; University of Melbourne; Ludwig-Maximilians-Universität München; Georgetown University; National Institute of Child Health and Human Development; Deutsches Krebsforschungszentrum; Université Laval; University of Washington; Harvard T.H. Chan School of Public Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Epidemiology; Genetic epidemiology; Geography; Demography; Biology; Medicine; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002186554,0.0002802981,0.0004218551,0.00002874163,0.0004522199,0.000007039602,0.001188823,0.0003763014,0.00005602199],"category_scores_gemma":[0.005168175,0.0001867397,0.0004876796,0.0001180611,0.002079588,0.000003104858,0.0006094597,0.0001777951,0.00002890999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101163,"about_ca_system_score_gemma":0.0002066923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009155583,"about_ca_topic_score_gemma":0.000161842,"domain_scores_codex":[0.9961333,0.001200622,0.001093143,0.0006930832,0.0001498887,0.0007299871],"domain_scores_gemma":[0.9968609,0.0008787635,0.000590873,0.001092426,0.0004072266,0.0001698115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003186988,0.000165244,0.5806452,0.00004628084,0.0005128852,0.000001261246,0.0002578024,0.0007057259,0.05970411,0.001236986,0.3411244,0.01528145],"study_design_scores_gemma":[0.001354793,0.0007858936,0.5233172,0.000044223,0.0001378805,0.00009710301,0.0004480012,0.001611406,0.01861674,0.02652643,0.4265416,0.0005187843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535125,0.02061939,0.0100272,0.009426377,0.003818373,0.0005453655,0.0001939044,0.00002813899,0.001828756],"genre_scores_gemma":[0.9442607,0.007027227,0.03196368,0.01041838,0.004763985,0.00009792151,0.00007977163,0.00005967452,0.001328669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08541717,"threshold_uncertainty_score":0.7662328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576351220150274,"score_gpt":0.3065555875900925,"score_spread":0.2807920753885898,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}